OpenML
6098

Run 6098

Task 244 (Supervised Classification) mfeat-fourier Uploaded 14-05-2014 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
0.9582
Per class
Cross-validation details (33% Holdout set)
F measure
0.7687
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7439
Cross-validation details (33% Holdout set)
KB relative information score
474.7276
Cross-validation details (33% Holdout set)
Mean absolute error
0.078
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.18
Cross-validation details (33% Holdout set)
Number of instances
660
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7699
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7697
Cross-validation details (33% Holdout set)
Prior entropy
3.3219
Cross-validation details (33% Holdout set)
Recall
0.7697
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4333
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3
Cross-validation details (33% Holdout set)
Root mean squared error
0.1841
Cross-validation details (33% Holdout set)
Root relative squared error
0.6138
Cross-validation details (33% Holdout set)
SciMark benchmark
948.8263[566.86405431965431015.7907504114269484.3219757802961908.01528932595751769.1393263693276]