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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 461743  41.117%  (99.563% of non-spam corpus)
# Correctly spam:     504463  44.921%  (76.522% of spam corpus)
# False positives:      2028  0.181%  (0.437% of nonspam,  82941 weighted)
# False negatives:    154773  13.782%  (23.478% of spam, 326686 weighted)
# Average score for spam:  10.1    nonspam: 0.6
# Average for false-pos:   5.8  false-neg: 2.1
# TOTAL:              1123007  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  57588  99.54%
# Correctly spam:      62778  76.35%
# False positives:       266  0.46%
# False negatives:     19449  23.65%
# TCR(l=50): 2.510825  SpamRecall: 76.347%  SpamPrec: 99.578%

##### 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: 447608  96.51%
# Correctly spam:     298823  45.33%
# False positives:     16163  3.49%
# False negatives:    360413  54.67%
# TCR(l=50): 0.564142  SpamRecall: 45.329%  SpamPrec: 94.869%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  55799  96.45%
# Correctly spam:      37309  45.37%
# False positives:      2055  3.55%
# False negatives:     44918  54.63%
# TCR(l=50): 0.556837  SpamRecall: 45.373%  SpamPrec: 94.779%