DEVELOPMENT... OpenML
Run
46307

Run 46307

Task 18 (Supervised Classification) mfeat-morphological 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
0.9636
Per class
Build CPU time
1177.7815
Build memory
1090959138.4
F measure
0.7165
Per class
Kappa
0.6878
KB relative information score
1549.7827
Mean absolute error
0.062
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
0.7167
Per class
Predictive accuracy
0.719
Prior entropy
3.3219
Recall
0.719
Per class
Relative absolute error
0.3447
Root mean prior squared error
0.3
Root mean squared error
0.1802
Root relative squared error
0.6007
SciMark benchmark
931.9798