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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 167007  16.353%  (98.937% of non-spam corpus)
# Correctly spam:     311964  30.548%  (36.597% of spam corpus)
# False positives:      1794  0.176%  (1.063% of nonspam, 514981 weighted)
# False negatives:    540475  52.923%  (63.403% of spam, 1455294 weighted)
# Average score for spam:  5.1    nonspam: 0.5
# Average for false-pos:   5.7  false-neg: 2.7
# TOTAL:              1021240  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21015  98.83%
# Correctly spam:      38752  36.45%
# False positives:       249  1.17%
# False negatives:     67578  63.55%
# TCR(l=50): 1.328660  SpamRecall: 36.445%  SpamPrec: 99.362%

##### 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: 168497  99.82%
# Correctly spam:      48937  5.74%
# False positives:       304  0.18%
# False negatives:    803502  94.26%
# TCR(l=50): 1.041208  SpamRecall: 5.741%  SpamPrec: 99.383%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21224  99.81%
# Correctly spam:       6138  5.77%
# False positives:        40  0.19%
# False negatives:    100192  94.23%
# TCR(l=50): 1.040492  SpamRecall: 5.773%  SpamPrec: 99.353%