DEVELOPMENT... OpenML
Run
185744

Run 185744

Task 3519 (Supervised Classification) tr21.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
0.9642
Per class
F measure
0.6161
Per class
Kappa
0.1283
KB relative information score
132.3668
Mean absolute error
0.1243
Mean prior absolute error
0.1681
Number of instances
336
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7119
Per class
Predictive accuracy
0.7143
Prior entropy
1.5466
Recall
0.7143
Per class
Relative absolute error
0.7392
Root mean prior squared error
0.2883
Root mean squared error
0.2308
Root relative squared error
0.8005
SciMark benchmark
1336.2509
UserCPU time millis
4280
UserCPU time millis testing
120
UserCPU time millis training
4160