DEVELOPMENT... OpenML
Run
120764

Run 120764

Task 2274 (Supervised Classification) meta_ensembles.arff Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LMT(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_LMT(2)_I40
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.6965
Per class
Build CPU time
6.4368
Build memory
460520867.8919
F measure
0.6248
Per class
Kappa
0.3527
KB relative information score
25.9963
Mean absolute error
0.1917
Mean prior absolute error
0.2904
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6293
Per class
Predictive accuracy
0.6216
Prior entropy
1.5899
Recall
0.6216
Per class
Relative absolute error
0.6604
Root mean prior squared error
0.3782
Root mean squared error
0.4342
Root relative squared error
1.148
SciMark benchmark
933.4498