DEVELOPMENT... OpenML
Run
121565

Run 121565

Task 3753 (Supervised Classification) cloud Uploaded 11-12-2014 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)_I80
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
0.7845
Per class
Build CPU time
3.7472
Build memory
204879478.0741
F measure
0.7786
Per class
Kappa
0.4548
KB relative information score
48.8378
Mean absolute error
0.2121
Mean prior absolute error
0.4185
Number of instances
108
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.778
Per class
Predictive accuracy
0.787
Prior entropy
0.8813
Recall
0.787
Per class
Relative absolute error
0.5069
Root mean prior squared error
0.4566
Root mean squared error
0.4593
Root relative squared error
1.0059
SciMark benchmark
945.0532