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

# SUMMARY for threshold 5.0:
# Correctly non-spam: 278685  21.435%  (97.321% of non-spam corpus)
# Correctly spam:     568593  43.734%  (56.087% of spam corpus)
# False positives:      7672  0.590%  (2.679% of nonspam, 793159 weighted)
# False negatives:    445170  34.241%  (43.913% of spam, 1259304 weighted)
# Average score for spam:  6.0    nonspam: 1.1
# Average for false-pos:   5.8  false-neg: 2.8
# TOTAL:              1300120  100.00%

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

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34706  96.95%
# Correctly spam:      71288  56.34%
# False positives:      1093  3.05%
# False negatives:     55238  43.66%
# TCR(l=50): 1.151409  SpamRecall: 56.343%  SpamPrec: 98.490%

##### 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: 278689  97.32%
# Correctly spam:     426076  42.03%
# False positives:      7668  2.68%
# False negatives:    587687  57.97%
# TCR(l=50): 1.043947  SpamRecall: 42.029%  SpamPrec: 98.232%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  34845  97.34%
# Correctly spam:      53476  42.26%
# False positives:       954  2.66%
# False negatives:     73050  57.74%
# TCR(l=50): 1.047834  SpamRecall: 42.265%  SpamPrec: 98.247%