Run
522742

Run 522742

Task 43 (Supervised Classification) spambase Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.xyf(4)Learner classif.xyf from package(s) kohonen.
classif.xyf(4)_seed1
classif.xyf(4)_kindMersenne-Twister
classif.xyf(4)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.6618
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6819
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3292
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1505.9739
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4776
Cross-validation details (10-fold Crossvalidation)
Number of instances
4601
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.6851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5612
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1485
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
24.983
UserCPU time millis testing
0.256
UserCPU time millis training
24.727