Run
520235

Run 520235

Task 10100 (Supervised Classification) PieChart4 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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
0.6313
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3713
Cross-validation details (10-fold Crossvalidation)
KB relative information score
621.0806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0953
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2148
Cross-validation details (10-fold Crossvalidation)
Number of instances
1458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9047
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5368
Cross-validation details (10-fold Crossvalidation)
Recall
0.9047
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3274
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3088
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9431
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.532
UserCPU time millis testing
0.169
UserCPU time millis training
3.363