Run
502518

Run 502518

Task 3602 (Supervised Classification) visualizing_environmental Uploaded 21-12-2015 by Rafael Gomes Mantovani
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Flow

classif.svm(4)Learner classif.svm from package(s) e1071.
classif.svm(4)_seed1
classif.svm(4)_kindMersenne-Twister
classif.svm(4)_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
0.6807
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6723
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3574
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38.7905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3243
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.499
Cross-validation details (10-fold Crossvalidation)
Number of instances
111
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6912
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6757
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9986
Cross-validation details (10-fold Crossvalidation)
Recall
0.6757
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6499
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5695
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1401
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.066
UserCPU time millis testing
0.014
UserCPU time millis training
0.052