DEVELOPMENT... OpenML
Run
104220

Run 104220

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.9134
Per class
Build CPU time
0.0181
Build memory
606398543.2
F measure
0.8292
Per class
Kappa
0.6525
KB relative information score
52.3467
Mean absolute error
0.2469
Mean prior absolute error
0.4929
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
0.83
Per class
Predictive accuracy
0.83
Prior entropy
0.99
Recall
0.83
Per class
Relative absolute error
0.5009
Root mean prior squared error
0.4964
Root mean squared error
0.3437
Root relative squared error
0.6924
SciMark benchmark
912.1058