DEVELOPMENT... OpenML
Run
46344

Run 46344

Task 4378 (Supervised Classification) fri_c0_100_10 Uploaded 31-10-2014 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
0.9105
Per class
Build CPU time
5.0257
Build memory
1182381126.88
F measure
0.8196
Per class
Kappa
0.6349
KB relative information score
498.2657
Mean absolute error
0.2635
Mean prior absolute error
0.4951
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8198
Per class
Predictive accuracy
0.82
Prior entropy
0.9931
Recall
0.82
Per class
Relative absolute error
0.5322
Root mean prior squared error
0.4975
Root mean squared error
0.3518
Root relative squared error
0.7071
SciMark benchmark
931.9798