DEVELOPMENT... OpenML
Run
104209

Run 104209

Task 3756 (Supervised Classification) visualizing_hamster 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
0.7265
Per class
Build CPU time
0.0199
Build memory
185925265.5342
F measure
0.709
Per class
Kappa
0.4115
KB relative information score
16.1306
Mean absolute error
0.3982
Mean prior absolute error
0.4955
Number of instances
73
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7125
Per class
Predictive accuracy
0.7123
Prior entropy
0.9937
Recall
0.7123
Per class
Relative absolute error
0.8036
Root mean prior squared error
0.4977
Root mean squared error
0.4617
Root relative squared error
0.9277
SciMark benchmark
943.1817