DEVELOPMENT... OpenML
Run
104148

Run 104148

Task 3695 (Supervised Classification) fri_c2_250_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
0.9581
Per class
Build CPU time
0.0563
Build memory
913364452
F measure
0.9111
Per class
Kappa
0.8063
KB relative information score
162.0241
Mean absolute error
0.178
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9122
Per class
Predictive accuracy
0.912
Prior entropy
0.9468
Recall
0.912
Per class
Relative absolute error
0.3842
Root mean prior squared error
0.4812
Root mean squared error
0.2684
Root relative squared error
0.5578
SciMark benchmark
928.1083