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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 328231  45.351%  (99.865% of non-spam corpus)
# Correctly spam:     337252  46.597%  (85.361% of spam corpus)
# False positives:       443  0.061%  (0.135% of nonspam,  36069 weighted)
# False negatives:     57837  7.991%  (14.639% of spam, 104287 weighted)
# Average score for spam:  14.6    nonspam: -2.0
# Average for false-pos:   6.8  false-neg: 1.8
# TOTAL:              723763  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40925  99.86%
# Correctly spam:      42042  85.30%
# False positives:        57  0.14%
# False negatives:      7248  14.70%
# TCR(l=50): 4.881165  SpamRecall: 85.295%  SpamPrec: 99.865%

##### 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: 326992  99.49%
# Correctly spam:     242816  61.46%
# False positives:      1682  0.51%
# False negatives:    152273  38.54%
# TCR(l=50): 1.671464  SpamRecall: 61.459%  SpamPrec: 99.312%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  40772  99.49%
# Correctly spam:      30318  61.51%
# False positives:       210  0.51%
# False negatives:     18972  38.49%
# TCR(l=50): 1.672435  SpamRecall: 61.509%  SpamPrec: 99.312%