##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124075  16.689%  (99.683% of non-spam corpus)
# Correctly spam:     393194  52.888%  (63.523% of spam corpus)
# False positives:       395  0.053%  (0.317% of nonspam, 119066 weighted)
# False negatives:    225789  30.370%  (36.477% of spam, 358687 weighted)
# Average score for spam:  16.2    nonspam: -0.7
# Average for false-pos:   6.1  false-neg: 1.6
# TOTAL:              743453  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15564  99.66%
# Correctly spam:      48884  63.24%
# False positives:        53  0.34%
# False negatives:     28418  36.76%
# TCR(l=50): 2.488155  SpamRecall: 63.238%  SpamPrec: 99.892%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 124022  99.64%
# Correctly spam:     383143  61.90%
# False positives:       448  0.36%
# False negatives:    235840  38.10%
# TCR(l=50): 2.396929  SpamRecall: 61.899%  SpamPrec: 99.883%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  15562  99.65%
# Correctly spam:      47595  61.57%
# False positives:        55  0.35%
# False negatives:     29707  38.43%
# TCR(l=50): 2.381674  SpamRecall: 61.570%  SpamPrec: 99.885%
