Run
518909

Run 518909

Task 2075 (Supervised Classification) abalone Uploaded 31-01-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(42)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(42)_seed1
classif.randomForest(42)_kindMersenne-Twister
classif.randomForest(42)_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
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1496
Cross-validation details (10-fold Crossvalidation)
KB relative information score
804.1985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0517
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
0.2325
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2507
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2507
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8364
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2937
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
45.753
UserCPU time millis testing
1.181
UserCPU time millis training
44.572