Run
516880

Run 516880

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.6365
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3686
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2869
Cross-validation details (10-fold Crossvalidation)
KB relative information score
59.8635
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.4634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6881
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4633
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1735
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.964
UserCPU time millis testing
0.119
UserCPU time millis training
0.845