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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 766439  52.918%  (99.404% of non-spam corpus)
# Correctly spam:     540958  37.350%  (79.867% of spam corpus)
# False positives:      4599  0.318%  (0.596% of nonspam, 112927 weighted)
# False negatives:    136364  9.415%  (20.133% of spam, 287081 weighted)
# Average score for spam:  8.8    nonspam: 0.6
# Average for false-pos:   5.6  false-neg: 2.1
# TOTAL:              1448360  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  95534  99.40%
# Correctly spam:      67407  79.78%
# False positives:       572  0.60%
# False negatives:     17086  20.22%
# TCR(l=50): 1.849429  SpamRecall: 79.778%  SpamPrec: 99.159%

##### 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: 754967  97.92%
# Correctly spam:     271262  40.05%
# False positives:     16071  2.08%
# False negatives:    406060  59.95%
# TCR(l=50): 0.559951  SpamRecall: 40.049%  SpamPrec: 94.407%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  94129  97.94%
# Correctly spam:      33874  40.09%
# False positives:      1977  2.06%
# False negatives:     50619  59.91%
# TCR(l=50): 0.565288  SpamRecall: 40.091%  SpamPrec: 94.486%