DEVELOPMENT... OpenML
Run
46520

Run 46520

Task 3648 (Supervised Classification) fri_c3_100_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
0.8338
Per class
Build CPU time
6.0362
Build memory
251878513.6
F measure
0.7388
Per class
Kappa
0.4538
KB relative information score
35.1722
Mean absolute error
0.323
Mean prior absolute error
0.4804
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7382
Per class
Predictive accuracy
0.74
Prior entropy
0.9721
Recall
0.74
Per class
Relative absolute error
0.6724
Root mean prior squared error
0.4899
Root mean squared error
0.399
Root relative squared error
0.8144
SciMark benchmark
941.8931