DEVELOPMENT... OpenML
Run
186452

Run 186452

Task 4241 (Supervised Classification) oh10.wc 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
0.968
Per class
F measure
0.7468
Per class
Kappa
0.7409
KB relative information score
4937.8405
Mean absolute error
0.1308
Mean prior absolute error
0.1768
Number of instances
10500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8074
Per class
Predictive accuracy
0.7744
Prior entropy
3.2054
Recall
0.7744
Per class
Relative absolute error
0.74
Root mean prior squared error
0.2973
Root mean squared error
0.2298
Root relative squared error
0.7732
SciMark benchmark
1250.8301
UserCPU time millis
12720
UserCPU time millis testing
440
UserCPU time millis training
12280