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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 128338  39.234%  (99.550% of non-spam corpus)
# Correctly spam:     137955  42.175%  (69.609% of spam corpus)
# False positives:       580  0.177%  (0.450% of nonspam,  56685 weighted)
# False negatives:     60232  18.414%  (30.391% of spam, 186727 weighted)
# Average score for spam:  10.1    nonspam: -0.3
# Average for false-pos:   6.4  false-neg: 3.1
# TOTAL:              327105  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16098  99.46%
# Correctly spam:      17259  69.69%
# False positives:        88  0.54%
# False negatives:      7505  30.31%
# TCR(l=50): 2.080134  SpamRecall: 69.694%  SpamPrec: 99.493%

##### 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: 128698  99.83%
# Correctly spam:      78424  39.57%
# False positives:       220  0.17%
# False negatives:    119763  60.43%
# TCR(l=50): 1.515620  SpamRecall: 39.571%  SpamPrec: 99.720%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16155  99.81%
# Correctly spam:       9835  39.71%
# False positives:        31  0.19%
# False negatives:     14929  60.29%
# TCR(l=50): 1.502761  SpamRecall: 39.715%  SpamPrec: 99.686%