Run
522738

Run 522738

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

classif.sda(7)Learner classif.sda from package(s) sda.
classif.sda(7)_seed1
classif.sda(7)_kindMersenne-Twister
classif.sda(7)_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
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3507.2935
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1113
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
0.891
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.8887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.233
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6827
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.931
UserCPU time millis testing
0.015
UserCPU time millis training
4.916