DEVELOPMENT... OpenML
Run
104273

Run 104273

Task 3835 (Supervised Classification) squash-stored 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
0.8381
Per class
Build CPU time
0.0178
Build memory
175747672
F measure
0.7692
Per class
Kappa
0.5322
KB relative information score
17.1875
Mean absolute error
0.3467
Mean prior absolute error
0.4936
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7692
Per class
Predictive accuracy
0.7692
Prior entropy
0.9911
Recall
0.7692
Per class
Relative absolute error
0.7023
Root mean prior squared error
0.4967
Root mean squared error
0.4037
Root relative squared error
0.8128
SciMark benchmark
946.05