DEVELOPMENT... OpenML
Run
13424

Run 13424

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)_I3
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
0.9497
Per class
F measure
0.9336
Per class
Kappa
0.8543
KB relative information score
259.9607
Mean absolute error
0.1254
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
0.9356
Per class
Predictive accuracy
0.9345
Prior entropy
0.9425
Recall
0.9345
Per class
Relative absolute error
0.2722
Root mean prior squared error
0.4797
Root mean squared error
0.2578
Root relative squared error
0.5375
SciMark benchmark
946.2435[559.76915123019011015.7907504114269483.449727694041912.75766683510371759.4502550697425]