DEVELOPMENT... OpenML
Run
77793

Run 77793

Task 27 (Supervised Classification) colic 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)_I80
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
0.902
Per class
Build CPU time
18.2165
Build memory
1398974166.8044
F measure
0.8566
Per class
Kappa
0.6892
KB relative information score
168.0172
Mean absolute error
0.2734
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8581
Per class
Predictive accuracy
0.8587
Prior entropy
0.9509
Recall
0.8587
Per class
Relative absolute error
0.5865
Root mean prior squared error
0.4827
Root mean squared error
0.3414
Root relative squared error
0.7073
SciMark benchmark
898.6863