DEVELOPMENT... OpenML
Run
78335

Run 78335

Task 3949 (Supervised Classification) teachingAssistant 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
0.7566
Per class
Build CPU time
3.4306
Build memory
2027176817.0596
F measure
0.5566
Per class
Kappa
0.3351
KB relative information score
43.7423
Mean absolute error
0.3496
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5601
Per class
Predictive accuracy
0.5563
Prior entropy
1.5845
Recall
0.5563
Per class
Relative absolute error
0.7869
Root mean prior squared error
0.4713
Root mean squared error
0.4242
Root relative squared error
0.8999
SciMark benchmark
937.6276