Run
7932107

Run 7932107

Task 43 (Supervised Classification) spambase Uploaded 15-09-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.gausspr.imputed.preproc(1)Learner mlr.classif.gausspr.imputed.preproc from package(s) kernlab.
mlr.classif.gausspr.imputed.preproc(1)_fitFALSE
mlr.classif.gausspr.imputed.preproc(1)_openml.seed1
mlr.classif.gausspr.imputed.preproc(1)_openml.kindMersenne-Twister
mlr.classif.gausspr.imputed.preproc(1)_openml.normal.kindInversion

Result files

xml
Description

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

arff
Predictions

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

20 Evaluation measures

Area under ROC curve
0.9685
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9322
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3079.2528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1761
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
0.9323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9324
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9674
Cross-validation details (10-fold Crossvalidation)
Recall
0.9324
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3688
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2581
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5282
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17094.435
UserCPU time millis testing
1.042
UserCPU time millis training
17093.393