DEVELOPMENT... OpenML
Run
103979

Run 103979

Task 3054 (Supervised Classification) monks-problems-2 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
0.7231
Per class
Build CPU time
0.084
Build memory
950192720
F measure
0.6224
Per class
Kappa
0.1775
KB relative information score
34.0887
Mean absolute error
0.3693
Mean prior absolute error
0.4588
Number of instances
198
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6189
Per class
Predictive accuracy
0.6313
Prior entropy
0.9279
Recall
0.6313
Per class
Relative absolute error
0.8047
Root mean prior squared error
0.4831
Root mean squared error
0.4576
Root relative squared error
0.9472
SciMark benchmark
945.4085