Run
522925

Run 522925

Task 3711 (Supervised Classification) elevators Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ksvm(6)Learner classif.ksvm from package(s) kernlab.
classif.ksvm(6)_fitFALSE
classif.ksvm(6)_seed1
classif.ksvm(6)_kindMersenne-Twister
classif.ksvm(6)_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
0.8481
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12361.5237
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1022
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4271
Cross-validation details (10-fold Crossvalidation)
Number of instances
16599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9014
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8978
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8921
Cross-validation details (10-fold Crossvalidation)
Recall
0.8978
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2394
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4621
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3197
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6919
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
110.357
UserCPU time millis testing
8.325
UserCPU time millis training
102.032