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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 231512  38.689%  (99.551% of non-spam corpus)
# Correctly spam:     212397  35.494%  (58.058% of spam corpus)
# False positives:      1044  0.174%  (0.449% of nonspam, 106175 weighted)
# False negatives:    153442  25.642%  (41.942% of spam, 283899 weighted)
# Average score for spam:  8.8    nonspam: -0.2
# Average for false-pos:   6.5  false-neg: 1.9
# TOTAL:              598395  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28998  99.55%
# Correctly spam:      26534  58.18%
# False positives:       132  0.45%
# False negatives:     19070  41.82%
# TCR(l=50): 1.776549  SpamRecall: 58.183%  SpamPrec: 99.505%

##### 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: 231299  99.46%
# Correctly spam:     117257  32.05%
# False positives:      1257  0.54%
# False negatives:    248582  67.95%
# TCR(l=50): 1.174699  SpamRecall: 32.052%  SpamPrec: 98.939%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28970  99.45%
# Correctly spam:      14634  32.09%
# False positives:       160  0.55%
# False negatives:     30970  67.91%
# TCR(l=50): 1.170234  SpamRecall: 32.089%  SpamPrec: 98.918%