Run
509665

Run 509665

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8664
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8322
Cross-validation details (10-fold Crossvalidation)
KB relative information score
319.229
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0486
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8615
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8784
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1654
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2205
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5755
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.446
UserCPU time millis testing
0.05
UserCPU time millis training
0.396