DEVELOPMENT... OpenML
Run
23074

Run 23074

Task 57 (Supervised Classification) ionosphere Uploaded 23-06-2014 by Felicia West
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Flow

weka.Bagging_LMT(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(1)_I40
weka.Bagging_LMT(1)_P100
weka.Bagging_LMT(1)_S1
weka.Bagging_LMT(1)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(1)_num-slots1
weka.LMT(1)_I-1
weka.LMT(1)_M15
weka.LMT(1)_W0.0

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
0.978
Per class
F measure
0.9215
Per class
Kappa
0.8271
KB relative information score
273.1608
Mean absolute error
0.1064
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
0.9262
Per class
Predictive accuracy
0.9231
Prior entropy
0.9425
Recall
0.9231
Per class
Relative absolute error
0.2311
Root mean prior squared error
0.4797
Root mean squared error
0.2356
Root relative squared error
0.4912
SciMark benchmark
938.9039[559.23069257302551010.4641127049078471.97445780944514908.01528932595751744.8349998894232]