DEVELOPMENT... OpenML
Run
57247

Run 57247

Task 18 (Supervised Classification) mfeat-morphological Uploaded 13-11-2014 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
0.9637
Per class
Build CPU time
287.6201
Build memory
1793137671.2
F measure
0.7248
Per class
Kappa
0.6967
KB relative information score
1548.2679
Mean absolute error
0.0621
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7251
Per class
Predictive accuracy
0.727
Prior entropy
3.3219
Recall
0.727
Per class
Relative absolute error
0.3451
Root mean prior squared error
0.3
Root mean squared error
0.1806
Root relative squared error
0.6021
SciMark benchmark
942.152