DEVELOPMENT... OpenML
Run
185727

Run 185727

Task 3494 (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
0.9904
Per class
F measure
0.9801
Per class
Kappa
0.9602
KB relative information score
502.1837
Mean absolute error
0.056
Mean prior absolute error
0.4992
Number of instances
554
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9801
Per class
Predictive accuracy
0.9801
Prior entropy
0.9989
Recall
0.9801
Per class
Relative absolute error
0.1123
Root mean prior squared error
0.4996
Root mean squared error
0.1297
Root relative squared error
0.2596
SciMark benchmark
1336.2509
UserCPU time millis
30
UserCPU time millis training
30