DEVELOPMENT... OpenML
Run
185749

Run 185749

Task 3522 (Supervised Classification) tr11.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
0.9815
Per class
F measure
0.7644
Per class
Kappa
0.7439
KB relative information score
197.5019
Mean absolute error
0.1269
Mean prior absolute error
0.1808
Number of instances
414
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8178
Per class
Predictive accuracy
0.7995
Prior entropy
2.7236
Recall
0.7995
Per class
Relative absolute error
0.7015
Root mean prior squared error
0.3004
Root mean squared error
0.2209
Root relative squared error
0.7352
SciMark benchmark
1346.9602
UserCPU time millis
7130
UserCPU time millis testing
270
UserCPU time millis training
6860