DEVELOPMENT... OpenML
Run
78495

Run 78495

Task 1768 (Supervised Classification) labor 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)_I160
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
0.9381
Per class
Build CPU time
1.2703
Build memory
1210024296.3649
F measure
0.8482
Per class
Kappa
0.6609
KB relative information score
127.2018
Mean absolute error
0.2712
Mean prior absolute error
0.457
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
0.8536
Per class
Predictive accuracy
0.8526
Prior entropy
0.9393
Recall
0.8526
Per class
Relative absolute error
0.5934
Root mean prior squared error
0.4773
Root mean squared error
0.3346
Root relative squared error
0.701
SciMark benchmark
939.6893