DEVELOPMENT... OpenML
Run
78358

Run 78358

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5565
Per class
Build CPU time
4.4646
Build memory
1795622419.7233
F measure
0.6939
Per class
Kappa
0.0281
KB relative information score
-18.2196
Mean absolute error
0.3388
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6713
Per class
Predictive accuracy
0.7484
Prior entropy
0.7667
Recall
0.7484
Per class
Relative absolute error
0.9814
Root mean prior squared error
0.4143
Root mean squared error
0.4324
Root relative squared error
1.0435
SciMark benchmark
894.8143