Run
538391

Run 538391

Task 3627 (Supervised Classification) cpu_act Uploaded 18-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost67.6
classif.svm(8)_kernelpolynomial
classif.svm(8)_degree4
classif.svm(8)_coef00.514
classif.svm(8)_gamma1.44e+04
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7523
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6023.2447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1042
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8958
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.8958
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2471
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.703
Cross-validation details (10-fold Crossvalidation)