DEVELOPMENT... OpenML
Run
116463

Run 116463

Task 1806 (Supervised Classification) haberman Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I160
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.6337
Per class
Build CPU time
1.3498
Build memory
856684313.6
F measure
0.6645
Per class
Kappa
0.1183
KB relative information score
105.8753
Mean absolute error
0.3284
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
0.6573
Per class
Predictive accuracy
0.6739
Prior entropy
0.836
Recall
0.6739
Per class
Relative absolute error
0.8421
Root mean prior squared error
0.4412
Root mean squared error
0.5544
Root relative squared error
1.2565
SciMark benchmark
907.4175