DEVELOPMENT... OpenML
Run
58052

Run 58052

Task 3779 (Supervised Classification) fri_c3_100_5 Uploaded 14-11-2014 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)_I40
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
0.9148
Per class
Build CPU time
1.3587
Build memory
209070836.8
F measure
0.8487
Per class
Kappa
0.6919
KB relative information score
49.5862
Mean absolute error
0.2649
Mean prior absolute error
0.4929
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
0.8518
Per class
Predictive accuracy
0.85
Prior entropy
0.99
Recall
0.85
Per class
Relative absolute error
0.5373
Root mean prior squared error
0.4964
Root mean squared error
0.344
Root relative squared error
0.693
SciMark benchmark
927.6413