DEVELOPMENT... OpenML
Run
78345

Run 78345

Task 3701 (Supervised Classification) sleuth_case1102 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
0.2877
Per class
Build CPU time
1.1279
Build memory
2036629918.1177
F measure
0.334
Per class
Kappa
-0.3502
KB relative information score
-3.8835
Mean absolute error
0.5367
Mean prior absolute error
0.4935
Number of instances
34
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3232
Per class
Predictive accuracy
0.3529
Prior entropy
0.9911
Recall
0.3529
Per class
Relative absolute error
1.0876
Root mean prior squared error
0.4965
Root mean squared error
0.5536
Root relative squared error
1.1149
SciMark benchmark
942.633