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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 351713  48.916%  (99.296% of non-spam corpus)
# Correctly spam:     150566  20.940%  (41.272% of spam corpus)
# False positives:      2492  0.347%  (0.704% of nonspam,  79159 weighted)
# False negatives:    214249  29.797%  (58.728% of spam, 443461 weighted)
# Average score for spam:  4.6    nonspam: 0.7
# Average for false-pos:   6.2  false-neg: 2.1
# TOTAL:              719020  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43807  99.23%
# Correctly spam:      18935  41.63%
# False positives:       338  0.77%
# False negatives:     26546  58.37%
# TCR(l=50): 1.046840  SpamRecall: 41.633%  SpamPrec: 98.246%

##### 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: 347305  98.05%
# Correctly spam:      98883  27.10%
# False positives:      6900  1.95%
# False negatives:    265932  72.90%
# TCR(l=50): 0.597145  SpamRecall: 27.105%  SpamPrec: 93.477%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  43316  98.12%
# Correctly spam:      12337  27.13%
# False positives:       829  1.88%
# False negatives:     33144  72.87%
# TCR(l=50): 0.609714  SpamRecall: 27.126%  SpamPrec: 93.703%
