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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 169441  40.494%  (96.137% of non-spam corpus)
# Correctly spam:     211824  50.623%  (87.464% of spam corpus)
# False positives:      6808  1.627%  (3.863% of nonspam, 272215 weighted)
# False negatives:     30359  7.255%  (12.536% of spam,  88220 weighted)
# Average score for spam:  9.4    nonspam: 1.3
# Average for false-pos:   5.8  false-neg: 2.9
# TOTAL:              418432  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21206  95.70%
# Correctly spam:      26546  87.60%
# False positives:       952  4.30%
# False negatives:      3759  12.40%
# TCR(l=50): 0.590062  SpamRecall: 87.596%  SpamPrec: 96.538%

##### 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: 169348  96.08%
# Correctly spam:     155738  64.31%
# False positives:      6901  3.92%
# False negatives:     86445  35.69%
# TCR(l=50): 0.561265  SpamRecall: 64.306%  SpamPrec: 95.757%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  21316  96.20%
# Correctly spam:      19479  64.28%
# False positives:       842  3.80%
# False negatives:     10826  35.72%
# TCR(l=50): 0.572592  SpamRecall: 64.277%  SpamPrec: 95.857%