Run
514387

Run 514387

Task 9903 (Supervised Classification) autoUniv-au7-500 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(5)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(5)_na.actionna.impute
classif.randomForestSRC(5)_seed1
classif.randomForestSRC(5)_kindMersenne-Twister
classif.randomForestSRC(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
0.6524
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4718
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3089
Cross-validation details (10-fold Crossvalidation)
KB relative information score
177.8264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1936
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2996
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.516
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1516
Cross-validation details (10-fold Crossvalidation)
Recall
0.516
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6461
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3869
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.44
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1372
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
46.027
UserCPU time millis testing
11.265
UserCPU time millis training
34.762