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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140919  26.713%  (97.960% of non-spam corpus)
# Correctly spam:     240983  45.681%  (62.808% of spam corpus)
# False positives:      2934  0.556%  (2.040% of nonspam, 235177 weighted)
# False negatives:    142696  27.050%  (37.192% of spam, 506671 weighted)
# Average score for spam:  7.6    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.6
# TOTAL:              527532  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17685  98.00%
# Correctly spam:      29985  62.69%
# False positives:       360  2.00%
# False negatives:     17845  37.31%
# TCR(l=50): 1.334356  SpamRecall: 62.691%  SpamPrec: 98.814%

##### 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: 140365  97.58%
# Correctly spam:     206759  53.89%
# False positives:      3488  2.42%
# False negatives:    176920  46.11%
# TCR(l=50): 1.092107  SpamRecall: 53.889%  SpamPrec: 98.341%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17595  97.51%
# Correctly spam:      25639  53.60%
# False positives:       450  2.49%
# False negatives:     22191  46.40%
# TCR(l=50): 1.070238  SpamRecall: 53.604%  SpamPrec: 98.275%