Run
540956

Run 540956

Task 3697 (Supervised Classification) fri_c3_250_25 Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.072
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree5
classif.svm(9)_coef00.711
classif.svm(9)_gamma0.67
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
0.5407
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.527
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0865
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34.1382
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4938
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.576
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9911
Cross-validation details (10-fold Crossvalidation)
Recall
0.576
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6512
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3106
Cross-validation details (10-fold Crossvalidation)