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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 232172  33.166%  (96.199% of non-spam corpus)
# Correctly spam:     346209  49.456%  (75.477% of spam corpus)
# False positives:      9173  1.310%  (3.801% of nonspam, 505623 weighted)
# False negatives:    112486  16.069%  (24.523% of spam, 229632 weighted)
# Average score for spam:  9.8    nonspam: 1.2
# Average for false-pos:   5.8  false-neg: 2.0
# TOTAL:              700040  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28992  96.03%
# Correctly spam:      43698  76.39%
# False positives:      1198  3.97%
# False negatives:     13508  23.61%
# TCR(l=50): 0.779288  SpamRecall: 76.387%  SpamPrec: 97.332%

##### 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: 231460  95.90%
# Correctly spam:     233633  50.93%
# False positives:      9885  4.10%
# False negatives:    225062  49.07%
# TCR(l=50): 0.637686  SpamRecall: 50.934%  SpamPrec: 95.941%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  28926  95.81%
# Correctly spam:      29221  51.08%
# False positives:      1264  4.19%
# False negatives:     27985  48.92%
# TCR(l=50): 0.627362  SpamRecall: 51.080%  SpamPrec: 95.854%