DEVELOPMENT... OpenML
Run
75534

Run 75534

Task 3762 (Supervised Classification) analcatdata_negotiation Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.9138
Per class
Build CPU time
0.2021
Build memory
848525633.3913
F measure
0.8578
Per class
Kappa
0.6474
KB relative information score
46.5971
Mean absolute error
0.1967
Mean prior absolute error
0.4075
Number of instances
92
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.8572
Per class
Predictive accuracy
0.8587
Prior entropy
0.8651
Recall
0.8587
Per class
Relative absolute error
0.4827
Root mean prior squared error
0.4503
Root mean squared error
0.3265
Root relative squared error
0.7251
SciMark benchmark
785.9104