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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169339  44.699%  (99.549% of non-spam corpus)
# Correctly spam:     127258  33.591%  (60.966% of spam corpus)
# False positives:       768  0.203%  (0.451% of nonspam,  55442 weighted)
# False negatives:     81478  21.507%  (39.034% of spam, 149601 weighted)
# Average score for spam:  7.8    nonspam: -0.0
# Average for false-pos:   5.9  false-neg: 1.8
# TOTAL:              378843  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21322  99.55%
# Correctly spam:      15962  61.08%
# False positives:        97  0.45%
# False negatives:     10169  38.92%
# TCR(l=50): 1.739863  SpamRecall: 61.085%  SpamPrec: 99.396%

##### 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: 169666  99.74%
# Correctly spam:      71525  34.27%
# False positives:       441  0.26%
# False negatives:    137211  65.73%
# TCR(l=50): 1.310654  SpamRecall: 34.266%  SpamPrec: 99.387%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21369  99.77%
# Correctly spam:       8927  34.16%
# False positives:        50  0.23%
# False negatives:     17204  65.84%
# TCR(l=50): 1.326177  SpamRecall: 34.162%  SpamPrec: 99.443%