DEVELOPMENT... OpenML
Run
80453

Run 80453

Task 57 (Supervised Classification) ionosphere Uploaded 02-12-2014 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)_I10
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
0.9743
Per class
Build CPU time
0.0258
Build memory
1224365632.4331
F measure
0.9427
Per class
Kappa
0.8749
KB relative information score
263.48
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
0.943
Per class
Predictive accuracy
0.943
Prior entropy
0.9425
Recall
0.943
Per class
Relative absolute error
0.2722
Root mean prior squared error
0.4797
Root mean squared error
0.2295
Root relative squared error
0.4783
SciMark benchmark
919.2952