Run
518910

Run 518910

Task 2075 (Supervised Classification) abalone Uploaded 31-01-2016 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
0.5734
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
797.1781
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0518
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0618
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2308
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8382
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2276
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2951
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
637.66
UserCPU time millis testing
108.843
UserCPU time millis training
528.817