DEVELOPMENT... OpenML
Run
55591

Run 55591

Task 3761 (Supervised Classification) hip Uploaded 11-11-2014 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)_I80
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
0.9107
Per class
Build CPU time
1.1141
Build memory
759597541.037
F measure
0.8519
Per class
Kappa
0.7041
KB relative information score
28.9051
Mean absolute error
0.2526
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8542
Per class
Predictive accuracy
0.8519
Prior entropy
0.9991
Recall
0.8519
Per class
Relative absolute error
0.5058
Root mean prior squared error
0.4997
Root mean squared error
0.3324
Root relative squared error
0.6653
SciMark benchmark
945.0883