Run
514389

Run 514389

Task 9903 (Supervised Classification) autoUniv-au7-500 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
0.5381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2889
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0798
Cross-validation details (10-fold Crossvalidation)
KB relative information score
100.6844
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.24
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2364
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.4
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4899
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2661
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.259
UserCPU time millis testing
0.114
UserCPU time millis training
1.145