DEVELOPMENT... OpenML
Run
187150

Run 187150

Task 4209 (Supervised Classification) webdata_wXa 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
0.8297
Per class
F measure
0.784
Per class
Kappa
0.3939
KB relative information score
95457.0294
Mean absolute error
0.249
Mean prior absolute error
0.3648
Number of instances
369740
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7804
Per class
Predictive accuracy
0.79
Prior entropy
0.7951
Recall
0.79
Per class
Relative absolute error
0.6826
Root mean prior squared error
0.4271
Root mean squared error
0.3817
Root relative squared error
0.8937
SciMark benchmark
1315.0767
UserCPU time millis
109620
UserCPU time millis testing
7760
UserCPU time millis training
101860