DEVELOPMENT... OpenML
Run
58448

Run 58448

Task 18 (Supervised Classification) mfeat-morphological Uploaded 15-11-2014 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)_I20
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
0.9623
Per class
Build CPU time
191.8964
Build memory
509952042.4
F measure
0.7276
Per class
Kappa
0.6978
KB relative information score
1545.771
Mean absolute error
0.0621
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7283
Per class
Predictive accuracy
0.728
Prior entropy
3.3219
Recall
0.728
Per class
Relative absolute error
0.3452
Root mean prior squared error
0.3
Root mean squared error
0.182
Root relative squared error
0.6067
SciMark benchmark
742.9293