DEVELOPMENT... OpenML
Run
121823

Run 121823

Task 3895 (Supervised Classification) gina_prior Uploaded 12-12-2014 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)_I20
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
0.9508
Per class
Build CPU time
14000.9872
Build memory
519054455.4233
F measure
0.9178
Per class
Kappa
0.8356
KB relative information score
2896.0535
Mean absolute error
0.0825
Mean prior absolute error
0.4999
Number of instances
3468
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9179
Per class
Predictive accuracy
0.9178
Prior entropy
0.9998
Recall
0.9178
Per class
Relative absolute error
0.165
Root mean prior squared error
0.4999
Root mean squared error
0.2793
Root relative squared error
0.5587
SciMark benchmark
931.16