Run
519366

Run 519366

Task 10099 (Supervised Classification) PieChart3 Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.ranger(5)Learner classif.ranger from package(s) ranger.
classif.ranger(5)_num.threads1
classif.ranger(5)_verboseFALSE
classif.ranger(5)_seed1
classif.ranger(5)_kindMersenne-Twister
classif.ranger(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
0.5443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
245.7556
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1309
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2184
Cross-validation details (10-fold Crossvalidation)
Number of instances
1077
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8258
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8691
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5994
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3301
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0962
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.376
UserCPU time millis testing
0.34
UserCPU time millis training
6.036