DEVELOPMENT... OpenML
Run
104109

Run 104109

Task 3648 (Supervised Classification) fri_c3_100_10 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
0.8535
Per class
Build CPU time
0.026
Build memory
140589596.8
F measure
0.7885
Per class
Kappa
0.557
KB relative information score
36.1925
Mean absolute error
0.3222
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7884
Per class
Predictive accuracy
0.79
Prior entropy
0.9721
Recall
0.79
Per class
Relative absolute error
0.6707
Root mean prior squared error
0.4899
Root mean squared error
0.3843
Root relative squared error
0.7844
SciMark benchmark
918.4301