DEVELOPMENT... OpenML
Run
117911

Run 117911

Task 4001 (Supervised Classification) pc1_req 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)_I40
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
0.5723
Per class
Build CPU time
0.7225
Build memory
269004748
F measure
0.6357
Per class
Kappa
0.1579
KB relative information score
17.8933
Mean absolute error
0.4107
Mean prior absolute error
0.4455
Number of instances
320
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6383
Per class
Predictive accuracy
0.6688
Prior entropy
0.9204
Recall
0.6688
Per class
Relative absolute error
0.9219
Root mean prior squared error
0.4718
Root mean squared error
0.4996
Root relative squared error
1.059
SciMark benchmark
942.0692