DEVELOPMENT... OpenML
Run
76577

Run 76577

Task 3913 (Supervised Classification) kc2 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
0.811
Per class
Build CPU time
2.7165
Build memory
1016911131.9081
F measure
0.8278
Per class
Kappa
0.4403
KB relative information score
129.9809
Mean absolute error
0.2204
Mean prior absolute error
0.3266
Number of instances
522
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8271
Per class
Predictive accuracy
0.841
Prior entropy
0.734
Recall
0.841
Per class
Relative absolute error
0.675
Root mean prior squared error
0.4037
Root mean squared error
0.3431
Root relative squared error
0.8499
SciMark benchmark
933.7787