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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 171988  29.972%  (94.703% of non-spam corpus)
# Correctly spam:     245160  42.724%  (62.507% of spam corpus)
# False positives:      9619  1.676%  (5.297% of nonspam, 638128 weighted)
# False negatives:    147055  25.627%  (37.493% of spam, 456114 weighted)
# Average score for spam:  6.8    nonspam: 1.1
# Average for false-pos:   6.1  false-neg: 3.1
# TOTAL:              573822  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21541  94.46%
# Correctly spam:      30641  62.62%
# False positives:      1263  5.54%
# False negatives:     18290  37.38%
# TCR(l=50): 0.600823  SpamRecall: 62.621%  SpamPrec: 96.041%

##### 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: 172689  95.09%
# Correctly spam:      37630  9.59%
# False positives:      8918  4.91%
# False negatives:    354585  90.41%
# TCR(l=50): 0.489972  SpamRecall: 9.594%  SpamPrec: 80.841%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21654  94.96%
# Correctly spam:       4736  9.68%
# False positives:      1150  5.04%
# False negatives:     44195  90.32%
# TCR(l=50): 0.481154  SpamRecall: 9.679%  SpamPrec: 80.462%