DEVELOPMENT... OpenML
Run
80643

Run 80643

Task 3544 (Supervised Classification) analcatdata_broadwaymult 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
0.7075
Per class
Build CPU time
0.0099
Build memory
899963299.0596
F measure
0.3694
Per class
Kappa
0.159
KB relative information score
57.5285
Mean absolute error
0.1976
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
0.3658
Per class
Predictive accuracy
0.4281
Prior entropy
2.4897
Recall
0.4281
Per class
Relative absolute error
0.8971
Root mean prior squared error
0.3314
Root mean squared error
0.3212
Root relative squared error
0.969
SciMark benchmark
919.2952