OpenML
21589

Run 21589

Task 2075 (Supervised Classification) abalone Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.6795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2197
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1298
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1038.75
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0553
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
0.215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2303
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6268
Cross-validation details (10-fold Crossvalidation)
Recall
0.2303
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1757
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1782
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0141
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.2806[545.0752324890155986.916784695497468.67825222527443880.8602647343651709.8726748745657]