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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 273732  34.925%  (99.134% of non-spam corpus)
# Correctly spam:     368641  47.034%  (72.617% of spam corpus)
# False positives:      2390  0.305%  (0.866% of nonspam, 141483 weighted)
# False negatives:    139013  17.736%  (27.383% of spam, 349033 weighted)
# Average score for spam:  6.9    nonspam: 0.7
# Average for false-pos:   6.4  false-neg: 2.5
# TOTAL:              783776  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34205  99.07%
# Correctly spam:      46453  73.28%
# False positives:       322  0.93%
# False negatives:     16938  26.72%
# TCR(l=50): 1.918730  SpamRecall: 73.280%  SpamPrec: 99.312%

##### 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: 268574  97.27%
# Correctly spam:     204393  40.26%
# False positives:      7548  2.73%
# False negatives:    303261  59.74%
# TCR(l=50): 0.745825  SpamRecall: 40.262%  SpamPrec: 96.439%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  33631  97.40%
# Correctly spam:      25461  40.17%
# False positives:       896  2.60%
# False negatives:     37930  59.83%
# TCR(l=50): 0.766240  SpamRecall: 40.165%  SpamPrec: 96.601%