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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 315483  48.878%  (99.693% of non-spam corpus)
# Correctly spam:     287229  44.501%  (87.306% of spam corpus)
# False positives:       970  0.150%  (0.307% of nonspam,  62821 weighted)
# False negatives:     41762  6.470%  (12.694% of spam,  90075 weighted)
# Average score for spam:  14.6    nonspam: -2.4
# Average for false-pos:   6.2  false-neg: 2.2
# TOTAL:              645444  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39336  99.67%
# Correctly spam:      35719  87.08%
# False positives:       130  0.33%
# False negatives:      5300  12.92%
# TCR(l=50): 3.476186  SpamRecall: 87.079%  SpamPrec: 99.637%

##### 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: 314202  99.29%
# Correctly spam:     191603  58.24%
# False positives:      2251  0.71%
# False negatives:    137388  41.76%
# TCR(l=50): 1.316290  SpamRecall: 58.240%  SpamPrec: 98.839%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  39190  99.30%
# Correctly spam:      23694  57.76%
# False positives:       276  0.70%
# False negatives:     17325  42.24%
# TCR(l=50): 1.317880  SpamRecall: 57.763%  SpamPrec: 98.849%