DEVELOPMENT... OpenML
Run
104157

Run 104157

Task 3707 (Supervised Classification) analcatdata_runshoes 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
0.7882
Per class
Build CPU time
0.0179
Build memory
908095061.6
F measure
0.784
Per class
Kappa
0.5517
KB relative information score
19.0971
Mean absolute error
0.3395
Mean prior absolute error
0.4806
Number of instances
60
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7851
Per class
Predictive accuracy
0.7833
Prior entropy
0.9728
Recall
0.7833
Per class
Relative absolute error
0.7063
Root mean prior squared error
0.4899
Root mean squared error
0.4253
Root relative squared error
0.8681
SciMark benchmark
912.1058