DEVELOPMENT... OpenML
Run
116902

Run 116902

Task 47 (Supervised Classification) tae 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
0.7305
Per class
Build CPU time
0.1091
Build memory
698693746.3311
F measure
0.562
Per class
Kappa
0.3443
KB relative information score
42.7144
Mean absolute error
0.3545
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5623
Per class
Predictive accuracy
0.5629
Prior entropy
1.5845
Recall
0.5629
Per class
Relative absolute error
0.7979
Root mean prior squared error
0.4713
Root mean squared error
0.4444
Root relative squared error
0.9428
SciMark benchmark
937.9603