OpenML
15448

Run 15448

Task 2067 (Supervised Classification) solar-flare Uploaded 04-06-2014 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)_I11
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
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.016
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-425.8905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0439
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0452
Cross-validation details (10-fold Crossvalidation)
Number of instances
323
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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9659
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1666
Cross-validation details (10-fold Crossvalidation)
Recall
0.9659
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9716
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1456
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1877
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.3628[558.69335417099721014.7209476623404482.5806157404377903.63322279127081757.1857345400422]