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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 257657  25.971%  (99.513% of non-spam corpus)
# Correctly spam:     502897  50.690%  (68.591% of spam corpus)
# False positives:      1261  0.127%  (0.487% of nonspam, 243637 weighted)
# False negatives:    230287  23.212%  (31.409% of spam, 228627 weighted)
# Average score for spam:  9.2    nonspam: -0.7
# Average for false-pos:   6.8  false-neg: 1.0
# TOTAL:              992102  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32163  99.45%
# Correctly spam:      62661  68.54%
# False positives:       177  0.55%
# False negatives:     28762  31.46%
# TCR(l=50): 2.430687  SpamRecall: 68.540%  SpamPrec: 99.718%

##### 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: 257534  99.47%
# Correctly spam:     318057  43.38%
# False positives:      1384  0.53%
# False negatives:    415127  56.62%
# TCR(l=50): 1.513820  SpamRecall: 43.380%  SpamPrec: 99.567%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  32157  99.43%
# Correctly spam:      39440  43.14%
# False positives:       183  0.57%
# False negatives:     51983  56.86%
# TCR(l=50): 1.495477  SpamRecall: 43.140%  SpamPrec: 99.538%