DEVELOPMENT... OpenML
Run
79310

Run 79310

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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)_I80
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
0.6481
Per class
Build CPU time
0.0699
Build memory
640720558.5965
F measure
0.3005
Per class
Kappa
0.0694
KB relative information score
45.0599
Mean absolute error
0.2064
Mean prior absolute error
0.2203
Number of instances
285
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2707
Per class
Predictive accuracy
0.3649
Prior entropy
2.4897
Recall
0.3649
Per class
Relative absolute error
0.9367
Root mean prior squared error
0.3314
Root mean squared error
0.3316
Root relative squared error
1.0003
SciMark benchmark
929.0404