Run
540261

Run 540261

Task 9937 (Supervised Classification) robot-failures-lp4 Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost3.56e+03
classif.svm(9)_degree5
classif.svm(9)_coef00.902
classif.svm(9)_gamma0.000249
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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.

17 Evaluation measures

Area under ROC curve
0.8374
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6517
Cross-validation details (10-fold Crossvalidation)
KB relative information score
76.4179
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3667
Cross-validation details (10-fold Crossvalidation)
Number of instances
117
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7949
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3564
Cross-validation details (10-fold Crossvalidation)
Recall
0.7949
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.373
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.427
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3698
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.866
Cross-validation details (10-fold Crossvalidation)