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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 164306  12.620%  (94.892% of non-spam corpus)
# Correctly spam:     1045399  80.292%  (92.608% of spam corpus)
# False positives:      8845  0.679%  (5.108% of nonspam, 1785594 weighted)
# False negatives:     83447  6.409%  (7.392% of spam, 223642 weighted)
# Average score for spam:  10.2    nonspam: 1.0
# Average for false-pos:   6.2  false-neg: 2.7
# TOTAL:              1301997  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20574  94.55%
# Correctly spam:     130935  92.95%
# False positives:      1187  5.45%
# False negatives:      9929  7.05%
# TCR(l=50): 2.033286  SpamRecall: 92.951%  SpamPrec: 99.102%

##### 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: 164914  95.24%
# Correctly spam:      92595  8.20%
# False positives:      8237  4.76%
# False negatives:    1036251  91.80%
# TCR(l=50): 0.779535  SpamRecall: 8.203%  SpamPrec: 91.831%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  20728  95.25%
# Correctly spam:      11580  8.22%
# False positives:      1033  4.75%
# False negatives:    129284  91.78%
# TCR(l=50): 0.778538  SpamRecall: 8.221%  SpamPrec: 91.810%