Run
513795

Run 513795

Task 9926 (Supervised Classification) volcanoes-a4 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
0.6142
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8782
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2536
Cross-validation details (10-fold Crossvalidation)
KB relative information score
397.2988
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.037
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0751
Cross-validation details (10-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9076
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6736
Cross-validation details (10-fold Crossvalidation)
Recall
0.9076
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1927
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9976
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.905
UserCPU time millis testing
0.074
UserCPU time millis training
1.831