Run
515059

Run 515059

Task 3693 (Supervised Classification) fri_c4_100_100 Uploaded 28-01-2016 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
0.5652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15.5691
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.42
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4982
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.58
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9975
Cross-validation details (10-fold Crossvalidation)
Recall
0.58
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.843
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4991
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6481
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2985
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.66
UserCPU time millis testing
0.133
UserCPU time millis training
0.527