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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 890646  74.737%  (99.718% of non-spam corpus)
# Correctly spam:     214027  17.960%  (71.691% of spam corpus)
# False positives:      2518  0.211%  (0.282% of nonspam,  26324 weighted)
# False negatives:     84512  7.092%  (28.309% of spam, 140456 weighted)
# Average score for spam:  6.5    nonspam: 0.5
# Average for false-pos:   6.3  false-neg: 1.7
# TOTAL:              1191703  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 111195  99.70%
# Correctly spam:      26703  71.68%
# False positives:       329  0.30%
# False negatives:     10549  28.32%
# TCR(l=50): 1.379755  SpamRecall: 71.682%  SpamPrec: 98.783%

##### 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: 883814  98.95%
# Correctly spam:     155605  52.12%
# False positives:      9350  1.05%
# False negatives:    142934  47.88%
# TCR(l=50): 0.489060  SpamRecall: 52.122%  SpamPrec: 94.332%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 110329  98.93%
# Correctly spam:      19439  52.18%
# False positives:      1195  1.07%
# False negatives:     17813  47.82%
# TCR(l=50): 0.480281  SpamRecall: 52.182%  SpamPrec: 94.209%