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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164681  57.751%  (99.638% of non-spam corpus)
# Correctly spam:     118560  41.577%  (98.900% of spam corpus)
# False positives:       598  0.210%  (0.362% of nonspam,  26837 weighted)
# False negatives:      1319  0.463%  (1.100% of spam,   3638 weighted)
# Average score for spam:  24.5    nonspam: -1.1
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              285158  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20704  99.52%
# Correctly spam:      14886  98.79%
# False positives:        99  0.48%
# False negatives:       182  1.21%
# TCR(l=50): 2.936087  SpamRecall: 98.792%  SpamPrec: 99.339%

##### 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: 165068  99.87%
# Correctly spam:     114146  95.22%
# False positives:       211  0.13%
# False negatives:      5733  4.78%
# TCR(l=50): 7.362218  SpamRecall: 95.218%  SpamPrec: 99.815%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20777  99.88%
# Correctly spam:      14343  95.19%
# False positives:        26  0.12%
# False negatives:       725  4.81%
# TCR(l=50): 7.440988  SpamRecall: 95.188%  SpamPrec: 99.819%