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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 178654  27.272%  (96.197% of non-spam corpus)
# Correctly spam:     391449  59.755%  (83.397% of spam corpus)
# False positives:      7062  1.078%  (3.803% of nonspam, 550958 weighted)
# False negatives:     77929  11.896%  (16.603% of spam, 218975 weighted)
# Average score for spam:  10.9    nonspam: 0.9
# Average for false-pos:   6.2  false-neg: 2.8
# TOTAL:              655094  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22312  95.74%
# Correctly spam:      48873  83.44%
# False positives:       992  4.26%
# False negatives:      9701  16.56%
# TCR(l=50): 0.987741  SpamRecall: 83.438%  SpamPrec: 98.011%

##### 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: 179873  96.85%
# Correctly spam:      56907  12.12%
# False positives:      5843  3.15%
# False negatives:    412471  87.88%
# TCR(l=50): 0.666143  SpamRecall: 12.124%  SpamPrec: 90.688%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22504  96.57%
# Correctly spam:       7085  12.10%
# False positives:       800  3.43%
# False negatives:     51489  87.90%
# TCR(l=50): 0.640230  SpamRecall: 12.096%  SpamPrec: 89.854%