DEVELOPMENT... OpenML
Run
76988

Run 76988

Task 270 (Supervised Classification) glass 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
0.9209
Per class
Build CPU time
2.299
Build memory
122425136
F measure
0.7242
Per class
Kappa
0.6241
KB relative information score
40.7822
Mean absolute error
0.1202
Mean prior absolute error
0.2127
Number of instances
70
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7391
Per class
Predictive accuracy
0.7286
Prior entropy
2.2315
Recall
0.7286
Per class
Relative absolute error
0.5651
Root mean prior squared error
0.3261
Root mean squared error
0.2371
Root relative squared error
0.7271
SciMark benchmark
941.0306