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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 305599  26.912%  (96.064% of non-spam corpus)
# Correctly spam:     261866  23.061%  (32.036% of spam corpus)
# False positives:     12521  1.103%  (3.936% of nonspam, 940423 weighted)
# False negatives:    555554  48.924%  (67.964% of spam, 1806204 weighted)
# Average score for spam:  4.7    nonspam: 1.5
# Average for false-pos:   5.8  false-neg: 3.3
# TOTAL:              1135540  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38002  95.85%
# Correctly spam:      32506  31.89%
# False positives:      1644  4.15%
# False negatives:     69418  68.11%
# TCR(l=50): 0.672242  SpamRecall: 31.892%  SpamPrec: 95.186%

##### 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: 305598  96.06%
# Correctly spam:     167214  20.46%
# False positives:     12522  3.94%
# False negatives:    650206  79.54%
# TCR(l=50): 0.640458  SpamRecall: 20.456%  SpamPrec: 93.033%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  38124  96.16%
# Correctly spam:      20734  20.34%
# False positives:      1522  3.84%
# False negatives:     81190  79.66%
# TCR(l=50): 0.648001  SpamRecall: 20.343%  SpamPrec: 93.161%