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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 150599  32.261%  (97.226% of non-spam corpus)
# Correctly spam:     139877  29.964%  (44.845% of spam corpus)
# False positives:      4297  0.921%  (2.774% of nonspam, 259340 weighted)
# False negatives:    172038  36.854%  (55.155% of spam, 462018 weighted)
# Average score for spam:  7.2    nonspam: 1.1
# Average for false-pos:   6.0  false-neg: 2.7
# TOTAL:              466811  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18950  97.21%
# Correctly spam:      17363  44.62%
# False positives:       543  2.79%
# False negatives:     21554  55.38%
# TCR(l=50): 0.799051  SpamRecall: 44.615%  SpamPrec: 96.967%

##### 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: 150853  97.39%
# Correctly spam:      75089  24.07%
# False positives:      4043  2.61%
# False negatives:    236826  75.93%
# TCR(l=50): 0.710551  SpamRecall: 24.074%  SpamPrec: 94.891%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  18994  97.44%
# Correctly spam:       9406  24.17%
# False positives:       499  2.56%
# False negatives:     29511  75.83%
# TCR(l=50): 0.714585  SpamRecall: 24.169%  SpamPrec: 94.962%