DEVELOPMENT... OpenML
Run
46629

Run 46629

Task 3689 (Supervised Classification) fri_c1_500_10 Uploaded 03-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I160
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9725
Per class
Build CPU time
22.1512
Build memory
2393904029.6
F measure
0.9179
Per class
Kappa
0.8342
KB relative information score
362.6235
Mean absolute error
0.1475
Mean prior absolute error
0.4954
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.918
Per class
Predictive accuracy
0.918
Prior entropy
0.9934
Recall
0.918
Per class
Relative absolute error
0.2976
Root mean prior squared error
0.4977
Root mean squared error
0.2548
Root relative squared error
0.512
SciMark benchmark
941.8931