DEVELOPMENT... OpenML
Run
146908

Run 146908

Task 40 (Supervised Classification) glass Uploaded 01-02-2015 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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.

22 Evaluation measures

Area under ROC curve
0.8633
Per class
F measure
0.7546
Per class
Kappa
0.6682
KB relative information score
145.6445
Mean absolute error
0.0679
Mean prior absolute error
0.2116
Number of instances
214
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.757
Per class
Predictive accuracy
0.757
Prior entropy
2.2315
Recall
0.757
Per class
Relative absolute error
0.3208
Root mean prior squared error
0.3244
Root mean squared error
0.2572
Root relative squared error
0.7929
SciMark benchmark
947.0793
UserCPU time millis
240
UserCPU time millis testing
10
UserCPU time millis training
230