Run
519070

Run 519070

Task 9900 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForestSRC(7)Learner classif.randomForestSRC from package(s) randomForestSRC.
classif.randomForestSRC(7)_na.actionna.impute
classif.randomForestSRC(7)_seed1
classif.randomForestSRC(7)_kindMersenne-Twister
classif.randomForestSRC(7)_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
0.7376
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4733
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2162.9622
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2338
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4441
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6479
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5265
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4836
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0261
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
314.649
UserCPU time millis testing
56.228
UserCPU time millis training
258.421