DEVELOPMENT... OpenML
Run
116891

Run 116891

Task 34 (Supervised Classification) postoperative-patient-data Uploaded 10-12-2014 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)_I80
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
0.4612
Per class
Build CPU time
0.4664
Build memory
152293117.6
F measure
0.5774
Per class
Kappa
-0.0472
KB relative information score
-1.5505
Mean absolute error
0.2706
Mean prior absolute error
0.2871
Number of instances
90
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5463
Per class
Predictive accuracy
0.6222
Prior entropy
1.0305
Recall
0.6222
Per class
Relative absolute error
0.9427
Root mean prior squared error
0.3755
Root mean squared error
0.4875
Root relative squared error
1.2984
SciMark benchmark
923.3659