DEVELOPMENT... OpenML
Run
116704

Run 116704

Task 3718 (Supervised Classification) boston 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
0.9139
Per class
Build CPU time
8.5995
Build memory
348276045.5494
F measure
0.8851
Per class
Kappa
0.7626
KB relative information score
386.8333
Mean absolute error
0.1124
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8851
Per class
Predictive accuracy
0.8854
Prior entropy
0.9782
Recall
0.8854
Per class
Relative absolute error
0.2318
Root mean prior squared error
0.4924
Root mean squared error
0.3312
Root relative squared error
0.6726
SciMark benchmark
902.712