Run
518242

Run 518242

Task 10097 (Supervised Classification) PieChart1 Uploaded 30-01-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(3)Learner classif.ranger from package(s) ranger.
classif.ranger(3)_num.threads1
classif.ranger(3)_verboseFALSE
classif.ranger(3)_seed1
classif.ranger(3)_kindMersenne-Twister
classif.ranger(3)_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
0.6226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.328
Cross-validation details (10-fold Crossvalidation)
KB relative information score
222.5531
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0794
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.159
Cross-validation details (10-fold Crossvalidation)
Number of instances
705
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9041
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9206
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9206
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2811
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2818
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0025
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.553
UserCPU time millis testing
0.147
UserCPU time millis training
2.406