Run
508983

Run 508983

Task 9963 (Supervised Classification) seismic-bumps Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(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
0.9679
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9572
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9357
Cross-validation details (10-fold Crossvalidation)
KB relative information score
197.6784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0286
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4444
Cross-validation details (10-fold Crossvalidation)
Number of instances
210
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9571
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.585
Cross-validation details (10-fold Crossvalidation)
Recall
0.9571
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0643
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.169
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3586
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.598
UserCPU time millis testing
0.073
UserCPU time millis training
7.525