DEVELOPMENT... OpenML
Run
120640

Run 120640

Task 18 (Supervised Classification) mfeat-morphological Uploaded 10-12-2014 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)_I40
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
0.9484
Per class
Build CPU time
235.0858
Build memory
88366301.6
F measure
0.6922
Per class
Kappa
0.6583
KB relative information score
1407.457
Mean absolute error
0.061
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
0.6923
Per class
Predictive accuracy
0.6925
Prior entropy
3.3219
Recall
0.6925
Per class
Relative absolute error
0.3392
Root mean prior squared error
0.3
Root mean squared error
0.2295
Root relative squared error
0.7651
SciMark benchmark
886.6397