DEVELOPMENT... OpenML
Run
185460

Run 185460

Task 57 (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
0.9822
Per class
F measure
0.9282
Per class
Kappa
0.8428
KB relative information score
260.0092
Mean absolute error
0.1301
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9289
Per class
Predictive accuracy
0.9288
Prior entropy
0.9425
Recall
0.9288
Per class
Relative absolute error
0.2825
Root mean prior squared error
0.4797
Root mean squared error
0.2286
Root relative squared error
0.4765
SciMark benchmark
1301.9956
UserCPU time millis
150
UserCPU time millis training
150