DEVELOPMENT... OpenML
Run
103921

Run 103921

Task 1786 (Supervised Classification) mfeat-zernike Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9685
Per class
Build CPU time
0.7849
Build memory
670860404.8
F measure
0.7743
Per class
Kappa
0.7527
KB relative information score
6968.5938
Mean absolute error
0.0837
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7721
Per class
Predictive accuracy
0.7774
Prior entropy
3.3219
Recall
0.7774
Per class
Relative absolute error
0.465
Root mean prior squared error
0.3
Root mean squared error
0.1875
Root relative squared error
0.625
SciMark benchmark
943.1817