Run
545803

Run 545803

Task 3758 (Supervised Classification) chscase_geyser1 Uploaded 01-04-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8267
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6585
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.2885
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1622
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4787
Cross-validation details (10-fold Crossvalidation)
Number of instances
222
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.837
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8378
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9694
Cross-validation details (10-fold Crossvalidation)
Recall
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4891
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8233
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.861
UserCPU time millis testing
2.059
UserCPU time millis training
4.802