DEVELOPMENT... OpenML
Run
104338

Run 104338

Task 3911 (Supervised Classification) ar4 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
0.8216
Per class
Build CPU time
0.022
Build memory
422948059.5888
F measure
0.822
Per class
Kappa
0.3677
KB relative information score
23.5199
Mean absolute error
0.2196
Mean prior absolute error
0.3076
Number of instances
107
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8219
Per class
Predictive accuracy
0.8411
Prior entropy
0.707
Recall
0.8411
Per class
Relative absolute error
0.7141
Root mean prior squared error
0.3899
Root mean squared error
0.3452
Root relative squared error
0.8854
SciMark benchmark
938.6628