DEVELOPMENT... OpenML
Run
75351

Run 75351

Task 3916 (Supervised Classification) kc1-binary 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
0.8229
Per class
Build CPU time
0.4804
Build memory
2354057746.7586
F measure
0.7394
Per class
Kappa
0.4676
KB relative information score
51.8137
Mean absolute error
0.3184
Mean prior absolute error
0.4853
Number of instances
145
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7433
Per class
Predictive accuracy
0.7379
Prior entropy
0.979
Recall
0.7379
Per class
Relative absolute error
0.656
Root mean prior squared error
0.4925
Root mean squared error
0.4082
Root relative squared error
0.8288
SciMark benchmark
902.1764