DEVELOPMENT... OpenML
Run
121264

Run 121264

Task 1802 (Supervised Classification) ecoli 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
0.9091
Per class
Build CPU time
19.2014
Build memory
2779261348
F measure
0.8348
Per class
Kappa
0.778
KB relative information score
1261.8445
Mean absolute error
0.0401
Mean prior absolute error
0.1828
Number of instances
1680
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8314
Per class
Predictive accuracy
0.8393
Prior entropy
2.2353
Recall
0.8393
Per class
Relative absolute error
0.2195
Root mean prior squared error
0.3016
Root mean squared error
0.1992
Root relative squared error
0.6604
SciMark benchmark
936.914