DEVELOPMENT... OpenML
Run
185596

Run 185596

Task 1937 (Supervised Classification) ionosphere 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
0.9801
Per class
F measure
0.9341
Per class
Kappa
0.8556
KB relative information score
2622.828
Mean absolute error
0.1278
Mean prior absolute error
0.4604
Number of instances
3510
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9352
Per class
Predictive accuracy
0.9348
Prior entropy
0.9425
Recall
0.9348
Per class
Relative absolute error
0.2776
Root mean prior squared error
0.4797
Root mean squared error
0.226
Root relative squared error
0.4712
SciMark benchmark
1307.4861
UserCPU time millis
120
UserCPU time millis testing
10
UserCPU time millis training
110