DEVELOPMENT... OpenML
Run
118513

Run 118513

Task 1802 (Supervised Classification) ecoli Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I10
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.946
Per class
Build CPU time
0.2937
Build memory
928154069.6
F measure
0.8229
Per class
Kappa
0.7624
KB relative information score
1239.3077
Mean absolute error
0.0433
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
0.8179
Per class
Predictive accuracy
0.8286
Prior entropy
2.2353
Recall
0.8286
Per class
Relative absolute error
0.2368
Root mean prior squared error
0.3016
Root mean squared error
0.1931
Root relative squared error
0.6403
SciMark benchmark
916.8516