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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 142647  24.721%  (99.318% of non-spam corpus)
# Correctly spam:     313549  54.339%  (72.346% of spam corpus)
# False positives:       979  0.170%  (0.682% of nonspam, 208762 weighted)
# False negatives:    119851  20.770%  (27.654% of spam, 373603 weighted)
# Average score for spam:  7.8    nonspam: -0.6
# Average for false-pos:   7.1  false-neg: 3.1
# TOTAL:              577026  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17882  99.26%
# Correctly spam:      40082  74.21%
# False positives:       133  0.74%
# False negatives:     13930  25.79%
# TCR(l=50): 2.624490  SpamRecall: 74.209%  SpamPrec: 99.669%

##### 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: 143084  99.62%
# Correctly spam:     202628  46.75%
# False positives:       542  0.38%
# False negatives:    230772  53.25%
# TCR(l=50): 1.680679  SpamRecall: 46.753%  SpamPrec: 99.733%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17951  99.64%
# Correctly spam:      25394  47.02%
# False positives:        64  0.36%
# False negatives:     28618  52.98%
# TCR(l=50): 1.697530  SpamRecall: 47.015%  SpamPrec: 99.749%