DEVELOPMENT... OpenML
Run
77117

Run 77117

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4576
Per class
Build CPU time
2.4489
Build memory
2463156539.995
F measure
0.6907
Per class
Kappa
-0.0887
KB relative information score
-204.9546
Mean absolute error
0.329
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6472
Per class
Predictive accuracy
0.744
Prior entropy
0.7123
Recall
0.744
Per class
Relative absolute error
1.0484
Root mean prior squared error
0.3958
Root mean squared error
0.4407
Root relative squared error
1.1135
SciMark benchmark
942.2973