Run
519014

Run 519014

Task 3586 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_seed1
classif.randomForest(43)_kindMersenne-Twister
classif.randomForest(43)_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
0.7916
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.583
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2434.9676
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2085
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4566
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9133
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
21.426
UserCPU time millis testing
0.459
UserCPU time millis training
20.967