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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 143458  10.680%  (99.672% of non-spam corpus)
# Correctly spam:     1102498  82.078%  (91.929% of spam corpus)
# False positives:       472  0.035%  (0.328% of nonspam, 288149 weighted)
# False negatives:     96796  7.206%  (8.071% of spam, 246717 weighted)
# Average score for spam:  9.6    nonspam: -1.1
# Average for false-pos:   7.3  false-neg: 2.5
# TOTAL:              1343224  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18002  99.71%
# Correctly spam:     137436  91.73%
# False positives:        52  0.29%
# False negatives:     12384  8.27%
# TCR(l=50): 9.998665  SpamRecall: 91.734%  SpamPrec: 99.962%

##### 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: 143734  99.86%
# Correctly spam:     484398  40.39%
# False positives:       196  0.14%
# False negatives:    714896  59.61%
# TCR(l=50): 1.654893  SpamRecall: 40.390%  SpamPrec: 99.960%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18031  99.87%
# Correctly spam:      60703  40.52%
# False positives:        23  0.13%
# False negatives:     89117  59.48%
# TCR(l=50): 1.659743  SpamRecall: 40.517%  SpamPrec: 99.962%