DEVELOPMENT... OpenML
Run
78849

Run 78849

Task 57 (Supervised Classification) ionosphere Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

21 Evaluation measures

Area under ROC curve
0.9816
Per class
Build CPU time
0.3013
Build memory
71879117.3789
F measure
0.9367
Per class
Kappa
0.8614
KB relative information score
261.4911
Mean absolute error
0.1289
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
0.9378
Per class
Predictive accuracy
0.9373
Prior entropy
0.9425
Recall
0.9373
Per class
Relative absolute error
0.2799
Root mean prior squared error
0.4797
Root mean squared error
0.2255
Root relative squared error
0.47
SciMark benchmark
917.3759