DEVELOPMENT... OpenML
Run
76308

Run 76308

Task 3587 (Supervised Classification) pwLinear 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)_I20
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
0.9481
Per class
Build CPU time
0.8607
Build memory
948366757.6
F measure
0.89
Per class
Kappa
0.7798
KB relative information score
118.0031
Mean absolute error
0.2248
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.89
Per class
Predictive accuracy
0.89
Prior entropy
0.9994
Recall
0.89
Per class
Relative absolute error
0.4499
Root mean prior squared error
0.4998
Root mean squared error
0.3042
Root relative squared error
0.6088
SciMark benchmark
947.2295