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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 181249  17.968%  (98.897% of non-spam corpus)
# Correctly spam:     459585  45.560%  (55.675% of spam corpus)
# False positives:      2022  0.200%  (1.103% of nonspam, 543559 weighted)
# False negatives:    365894  36.272%  (44.325% of spam, 1108570 weighted)
# Average score for spam:  6.8    nonspam: 0.5
# Average for false-pos:   6.0  false-neg: 3.0
# TOTAL:              1008750  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22740  98.81%
# Correctly spam:      56656  55.05%
# False positives:       273  1.19%
# False negatives:     46257  44.95%
# TCR(l=50): 1.717879  SpamRecall: 55.052%  SpamPrec: 99.520%

##### 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: 182980  99.84%
# Correctly spam:      50019  6.06%
# False positives:       291  0.16%
# False negatives:    775460  93.94%
# TCR(l=50): 1.044897  SpamRecall: 6.059%  SpamPrec: 99.422%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  22965  99.79%
# Correctly spam:       6176  6.00%
# False positives:        48  0.21%
# False negatives:     96737  94.00%
# TCR(l=50): 1.038089  SpamRecall: 6.001%  SpamPrec: 99.229%
