DEVELOPMENT... OpenML
Run
345

Run 345

Task 57 (Supervised Classification) ionosphere Uploaded 07-04-2014 by Jason
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9743
Per class
F measure
0.9427
Per class
Kappa
0.8749
KB relative information score
263.48
Mean absolute error
0.1254
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.943
Per class
Predictive accuracy
0.943
Prior entropy
0.9425
Recall
0.943
Per class
Relative absolute error
0.2722
Root mean prior squared error
0.4797
Root mean squared error
0.2295
Root relative squared error
0.4783
SciMark benchmark
2015.3685