DEVELOPMENT... OpenML
Run
95263

Run 95263

Task 3874 (Supervised Classification) ecoli Uploaded 08-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9822
Per class
Build CPU time
0.0358
Build memory
19695229.4762
F measure
0.9435
Per class
Kappa
0.8847
KB relative information score
286.7428
Mean absolute error
0.0753
Mean prior absolute error
0.489
Number of instances
336
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9437
Per class
Predictive accuracy
0.9435
Prior entropy
0.9842
Recall
0.9435
Per class
Relative absolute error
0.154
Root mean prior squared error
0.4944
Root mean squared error
0.2071
Root relative squared error
0.4188
SciMark benchmark
934.4754