DEVELOPMENT... OpenML
Run
80228

Run 80228

Task 3762 (Supervised Classification) analcatdata_negotiation 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)_I20
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
0.9091
Per class
Build CPU time
0.0058
Build memory
1243879225.2174
F measure
0.836
Per class
Kappa
0.5932
KB relative information score
45.6658
Mean absolute error
0.1986
Mean prior absolute error
0.4075
Number of instances
92
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8352
Per class
Predictive accuracy
0.837
Prior entropy
0.8651
Recall
0.837
Per class
Relative absolute error
0.4873
Root mean prior squared error
0.4503
Root mean squared error
0.3386
Root relative squared error
0.7519
SciMark benchmark
919.2952