DEVELOPMENT... OpenML
Run
75590

Run 75590

Task 3798 (Supervised Classification) fri_c1_250_10 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)_I10
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
0.9603
Per class
Build CPU time
0.5019
Build memory
1890183399.2
F measure
0.8914
Per class
Kappa
0.7789
KB relative information score
135.7655
Mean absolute error
0.2492
Mean prior absolute error
0.4929
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8931
Per class
Predictive accuracy
0.892
Prior entropy
0.9898
Recall
0.892
Per class
Relative absolute error
0.5056
Root mean prior squared error
0.4964
Root mean squared error
0.3048
Root relative squared error
0.6141
SciMark benchmark
902.1764