DEVELOPMENT... OpenML
Run
119603

Run 119603

Task 1806 (Supervised Classification) haberman 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)_I10
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
0.6096
Per class
Build CPU time
0.7831
Build memory
135112153.6
F measure
0.6783
Per class
Kappa
0.1625
KB relative information score
98.3014
Mean absolute error
0.3318
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6742
Per class
Predictive accuracy
0.683
Prior entropy
0.836
Recall
0.683
Per class
Relative absolute error
0.8507
Root mean prior squared error
0.4412
Root mean squared error
0.5261
Root relative squared error
1.1925
SciMark benchmark
885.5309