DEVELOPMENT... OpenML
Run
186224

Run 186224

Task 4199 (Supervised Classification) monks-problems-3 Uploaded 25-02-2015 by Felicia West
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Flow

weka.RandomForest(5)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(5)_I100
weka.RandomForest(5)_K0
weka.RandomForest(5)_S1
weka.RandomForest(5)_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.

22 Evaluation measures

Area under ROC curve
0.9869
Per class
F measure
0.9792
Per class
Kappa
0.9584
KB relative information score
5007.6564
Mean absolute error
0.0574
Mean prior absolute error
0.4992
Number of instances
5540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9792
Per class
Predictive accuracy
0.9792
Prior entropy
0.9989
Recall
0.9792
Per class
Relative absolute error
0.1149
Root mean prior squared error
0.4996
Root mean squared error
0.1335
Root relative squared error
0.2671
SciMark benchmark
1291.6995
UserCPU time millis
40
UserCPU time millis training
40