DEVELOPMENT... OpenML
Run
121093

Run 121093

Task 3877 (Supervised Classification) analcatdata_dmft Uploaded 11-12-2014 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
0.4808
Per class
Build CPU time
11.0973
Build memory
160305827.5132
F measure
0.6964
Per class
Kappa
-0.0598
KB relative information score
-181.0738
Mean absolute error
0.3204
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6631
Per class
Predictive accuracy
0.7403
Prior entropy
0.7123
Recall
0.7403
Per class
Relative absolute error
1.0211
Root mean prior squared error
0.3958
Root mean squared error
0.4598
Root relative squared error
1.1618
SciMark benchmark
935.6292