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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 131474  31.296%  (96.849% of non-spam corpus)
# Correctly spam:     206398  49.130%  (72.585% of spam corpus)
# False positives:      4278  1.018%  (3.151% of nonspam, 273906 weighted)
# False negatives:     77954  18.556%  (27.415% of spam, 170886 weighted)
# Average score for spam:  11.0    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 2.2
# TOTAL:              420104  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16434  96.67%
# Correctly spam:      26148  73.52%
# False positives:       566  3.33%
# False negatives:      9416  26.48%
# TCR(l=50): 0.942942  SpamRecall: 73.524%  SpamPrec: 97.881%

##### 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: 131824  97.11%
# Correctly spam:      76190  26.79%
# False positives:      3928  2.89%
# False negatives:    208162  73.21%
# TCR(l=50): 0.702864  SpamRecall: 26.794%  SpamPrec: 95.097%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16526  97.21%
# Correctly spam:       9655  27.15%
# False positives:       474  2.79%
# False negatives:     25909  72.85%
# TCR(l=50): 0.716886  SpamRecall: 27.148%  SpamPrec: 95.320%