Run
519036

Run 519036

Task 9900 (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
0.7394
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6504
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4768
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2176.4455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2322
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
0.6496
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6517
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6517
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5229
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0226
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
23.732
UserCPU time millis testing
0.616
UserCPU time millis training
23.116