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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 140950  25.446%  (97.964% of non-spam corpus)
# Correctly spam:     272254  49.151%  (66.398% of spam corpus)
# False positives:      2930  0.529%  (2.036% of nonspam, 250510 weighted)
# False negatives:    137778  24.874%  (33.602% of spam, 495663 weighted)
# Average score for spam:  8.5    nonspam: 0.6
# Average for false-pos:   6.0  false-neg: 3.6
# TOTAL:              553912  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17648  97.79%
# Correctly spam:      33940  66.38%
# False positives:       398  2.21%
# False negatives:     17187  33.62%
# TCR(l=50): 1.378569  SpamRecall: 66.384%  SpamPrec: 98.841%

##### 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: 140385  97.57%
# Correctly spam:     237177  57.84%
# False positives:      3495  2.43%
# False negatives:    172855  42.16%
# TCR(l=50): 1.179592  SpamRecall: 57.844%  SpamPrec: 98.548%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17590  97.47%
# Correctly spam:      29564  57.82%
# False positives:       456  2.53%
# False negatives:     21563  42.18%
# TCR(l=50): 1.152469  SpamRecall: 57.825%  SpamPrec: 98.481%