DEVELOPMENT... OpenML
Run
146784

Run 146784

Task 3868 (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)_I80
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
0.8476
Per class
F measure
0.8427
Per class
Kappa
0.652
KB relative information score
139.8959
Mean absolute error
0.1524
Mean prior absolute error
0.4584
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
0.8447
Per class
Predictive accuracy
0.8458
Prior entropy
0.9397
Recall
0.8458
Per class
Relative absolute error
0.3324
Root mean prior squared error
0.4786
Root mean squared error
0.3861
Root relative squared error
0.8068
SciMark benchmark
904.3001
UserCPU time millis
330
UserCPU time millis testing
10
UserCPU time millis training
320