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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 284144  61.916%  (99.455% of non-spam corpus)
# Correctly spam:      94975  20.695%  (54.830% of spam corpus)
# False positives:      1557  0.339%  (0.545% of nonspam,  58655 weighted)
# False negatives:     78242  17.049%  (45.170% of spam, 116741 weighted)
# Average score for spam:  7.5    nonspam: 0.1
# Average for false-pos:   6.2  false-neg: 1.5
# TOTAL:              458918  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35523  99.43%
# Correctly spam:      11866  54.51%
# False positives:       205  0.57%
# False negatives:      9904  45.49%
# TCR(l=50): 1.080183  SpamRecall: 54.506%  SpamPrec: 98.302%

##### 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: 284522  99.59%
# Correctly spam:      47071  27.17%
# False positives:      1179  0.41%
# False negatives:    126146  72.83%
# TCR(l=50): 0.935822  SpamRecall: 27.175%  SpamPrec: 97.556%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  35580  99.59%
# Correctly spam:       5929  27.23%
# False positives:       148  0.41%
# False negatives:     15841  72.77%
# TCR(l=50): 0.936707  SpamRecall: 27.235%  SpamPrec: 97.565%