DEVELOPMENT... OpenML
Run
78260

Run 78260

Task 3898 (Supervised Classification) kc1-top5 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
0.8832
Per class
Build CPU time
4.0594
Build memory
2503399518.8966
F measure
0.9244
Per class
Kappa
0.1564
KB relative information score
-44.4119
Mean absolute error
0.0871
Mean prior absolute error
0.1096
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
0.9166
Per class
Predictive accuracy
0.9379
Prior entropy
0.3323
Recall
0.9379
Per class
Relative absolute error
0.7944
Root mean prior squared error
0.2284
Root mean squared error
0.2111
Root relative squared error
0.9241
SciMark benchmark
937.6276