DEVELOPMENT... OpenML
Run
117532

Run 117532

Task 1780 (Supervised Classification) mfeat-karhunen 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
0.9922
Per class
Build CPU time
93.4733
Build memory
474793029.6
F measure
0.908
Per class
Kappa
0.8978
KB relative information score
8949.4674
Mean absolute error
0.0263
Mean prior absolute error
0.18
Number of instances
10000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9083
Per class
Predictive accuracy
0.908
Prior entropy
3.3219
Recall
0.908
Per class
Relative absolute error
0.1458
Root mean prior squared error
0.3
Root mean squared error
0.1171
Root relative squared error
0.3905
SciMark benchmark
945.0532