DEVELOPMENT... OpenML
Run
186162

Run 186162

Task 3949 (Supervised Classification) teachingAssistant 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
0.7822
Per class
F measure
0.5892
Per class
Kappa
0.3848
KB relative information score
53.1505
Mean absolute error
0.3208
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5941
Per class
Predictive accuracy
0.5894
Prior entropy
1.5845
Recall
0.5894
Per class
Relative absolute error
0.7219
Root mean prior squared error
0.4713
Root mean squared error
0.4173
Root relative squared error
0.8853
SciMark benchmark
1331.6907
UserCPU time millis
20
UserCPU time millis training
20