DEVELOPMENT... OpenML
Run
21967

Run 21967

Task 57 (Supervised Classification) ionosphere Uploaded 21-06-2014 by Felicia West
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Flow

weka.Bagging_DecisionStump(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(1)_I20
weka.Bagging_DecisionStump(1)_P100
weka.Bagging_DecisionStump(1)_S1
weka.Bagging_DecisionStump(1)_Wweka.classifiers.trees.DecisionStump
weka.Bagging_DecisionStump(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
0.8728
Per class
F measure
0.8184
Per class
Kappa
0.5975
KB relative information score
153.643
Mean absolute error
0.2776
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
0.8561
Per class
Predictive accuracy
0.8319
Prior entropy
0.9425
Recall
0.8319
Per class
Relative absolute error
0.6028
Root mean prior squared error
0.4797
Root mean squared error
0.3557
Root relative squared error
0.7416
SciMark benchmark
943.5534[550.92883794920251011.2595505536781489.62239053623813907.07263143401181758.8835103978397]