DEVELOPMENT... OpenML
Run
121924

Run 121924

Task 1786 (Supervised Classification) mfeat-zernike Uploaded 13-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_LMT(2)_I160
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
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
0.9132
Per class
Build CPU time
3012.7927
Build memory
989806526.4
F measure
0.8096
Per class
Kappa
0.784
KB relative information score
7985.2531
Mean absolute error
0.0389
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8139
Per class
Predictive accuracy
0.8056
Prior entropy
3.3219
Recall
0.8056
Per class
Relative absolute error
0.2161
Root mean prior squared error
0.3
Root mean squared error
0.1952
Root relative squared error
0.6507
SciMark benchmark
899.4388