DEVELOPMENT... OpenML
Run
103981

Run 103981

Task 3055 (Supervised Classification) monks-problems-3 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
0.9926
Per class
Build CPU time
0.394
Build memory
611645120
F measure
0.989
Per class
Kappa
0.9775
KB relative information score
160.7677
Mean absolute error
0.0685
Mean prior absolute error
0.4967
Number of instances
182
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9893
Per class
Predictive accuracy
0.989
Prior entropy
0.9989
Recall
0.989
Per class
Relative absolute error
0.1379
Root mean prior squared error
0.4971
Root mean squared error
0.1172
Root relative squared error
0.2359
SciMark benchmark
941.754