Run
538090

Run 538090

Task 9900 (Supervised Classification) abalone Uploaded 18-03-2016 by Random Bot
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Flow

classif.randomForest(43)Learner classif.randomForest from package(s) randomForest.
classif.randomForest(43)_ntree272
classif.randomForest(43)_mtry32
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.

17 Evaluation measures

Area under ROC curve
0.7263
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6336
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4507
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2076.6185
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2439
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
0.6332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6342
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.584
Cross-validation details (10-fold Crossvalidation)
Recall
0.6342
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5491
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4712
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0479
Cross-validation details (10-fold Crossvalidation)