DEVELOPMENT... OpenML
Run
186036

Run 186036

Task 3804 (Supervised Classification) lowbwt 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
0.8644
Per class
F measure
0.856
Per class
Kappa
0.7117
KB relative information score
102.7818
Mean absolute error
0.2413
Mean prior absolute error
0.4989
Number of instances
189
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8632
Per class
Predictive accuracy
0.8571
Prior entropy
0.9984
Recall
0.8571
Per class
Relative absolute error
0.4838
Root mean prior squared error
0.4994
Root mean squared error
0.3587
Root relative squared error
0.7182
SciMark benchmark
1280.6952
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20