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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167025  28.983%  (94.383% of non-spam corpus)
# Correctly spam:     248555  43.131%  (62.246% of spam corpus)
# False positives:      9941  1.725%  (5.617% of nonspam, 689481 weighted)
# False negatives:    150756  26.160%  (37.754% of spam, 249633 weighted)
# Average score for spam:  14.1    nonspam: 1.2
# Average for false-pos:   6.1  false-neg: 1.7
# TOTAL:              576277  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20972  94.26%
# Correctly spam:      30866  61.97%
# False positives:      1277  5.74%
# False negatives:     18945  38.03%
# TCR(l=50): 0.601618  SpamRecall: 61.966%  SpamPrec: 96.027%

##### 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: 166897  94.31%
# Correctly spam:     172926  43.31%
# False positives:     10069  5.69%
# False negatives:    226385  56.69%
# TCR(l=50): 0.547125  SpamRecall: 43.306%  SpamPrec: 94.498%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21010  94.43%
# Correctly spam:      21385  42.93%
# False positives:      1239  5.57%
# False negatives:     28426  57.07%
# TCR(l=50): 0.551153  SpamRecall: 42.932%  SpamPrec: 94.524%