DEVELOPMENT... OpenML
Run
12882

Run 12882

Task 57 (Supervised Classification) ionosphere Uploaded 22-05-2014 by Felicia West
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Flow

weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I11
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
0.9781
Per class
F measure
0.9425
Per class
Kappa
0.874
KB relative information score
264.5989
Mean absolute error
0.1235
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9436
Per class
Predictive accuracy
0.943
Prior entropy
0.9425
Recall
0.943
Per class
Relative absolute error
0.2683
Root mean prior squared error
0.4797
Root mean squared error
0.2259
Root relative squared error
0.4709
SciMark benchmark
949.6077[564.6619124438491015.2555353338006484.7593072718849913.07556704216551770.2863098224536]