Run
24790

Run 24790

Task 2075 (Supervised Classification) abalone Uploaded 17-07-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_RandomForest(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(1)_I160
weka.Bagging_RandomForest(1)_P100
weka.Bagging_RandomForest(1)_S1
weka.Bagging_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(1)_num-slots1
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.7517
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2348
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1465
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1059.3242
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0555
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2279
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8985
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1699
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
896.119[533.570086113271961.0747621016069458.4721693006554863.45190661122311664.0259675263535]