DEVELOPMENT... OpenML
Run
77315

Run 77315

Task 3693 (Supervised Classification) fri_c4_100_100 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)_I40
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
0.8111
Per class
Build CPU time
1.5003
Build memory
205089632.8
F measure
0.6966
Per class
Kappa
0.392
KB relative information score
11.2112
Mean absolute error
0.4554
Mean prior absolute error
0.4982
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7024
Per class
Predictive accuracy
0.7
Prior entropy
0.9975
Recall
0.7
Per class
Relative absolute error
0.914
Root mean prior squared error
0.4991
Root mean squared error
0.4609
Root relative squared error
0.9234
SciMark benchmark
936.0175