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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 135318  13.579%  (98.337% of non-spam corpus)
# Correctly spam:     801293  80.406%  (93.287% of spam corpus)
# False positives:      2288  0.230%  (1.663% of nonspam, 472352 weighted)
# False negatives:     57660  5.786%  (6.713% of spam, 179929 weighted)
# Average score for spam:  14.0    nonspam: 0.5
# Average for false-pos:   6.6  false-neg: 3.1
# TOTAL:              996559  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  16973  98.44%
# Correctly spam:     100571  93.85%
# False positives:       269  1.56%
# False negatives:      6590  6.15%
# TCR(l=50): 5.347355  SpamRecall: 93.850%  SpamPrec: 99.733%

##### 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: 135743  98.65%
# Correctly spam:     334827  38.98%
# False positives:      1863  1.35%
# False negatives:    524126  61.02%
# TCR(l=50): 1.391522  SpamRecall: 38.981%  SpamPrec: 99.447%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  17035  98.80%
# Correctly spam:      41891  39.09%
# False positives:       207  1.20%
# False negatives:     65270  60.91%
# TCR(l=50): 1.417099  SpamRecall: 39.092%  SpamPrec: 99.508%