DEVELOPMENT... OpenML
Run
78329

Run 78329

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.9312
Per class
Build CPU time
38.495
Build memory
1388744407.2
F measure
0.8499
Per class
Kappa
0.6986
KB relative information score
142.5808
Mean absolute error
0.3815
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.85
Per class
Predictive accuracy
0.85
Prior entropy
0.9978
Recall
0.85
Per class
Relative absolute error
0.7654
Root mean prior squared error
0.4992
Root mean squared error
0.3968
Root relative squared error
0.7949
SciMark benchmark
894.8143