Run
508561

Run 508561

Task 3599 (Supervised Classification) machine_cpu 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
0.9066
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9368
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8368
Cross-validation details (10-fold Crossvalidation)
KB relative information score
172.0354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3933
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8417
Cross-validation details (10-fold Crossvalidation)
Recall
0.9378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4429
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2494
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5631
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.141
UserCPU time millis testing
0.028
UserCPU time millis training
0.113