DEVELOPMENT... OpenML
Run
145975

Run 145975

Task 3587 (Supervised Classification) pwLinear Uploaded 31-01-2015 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)_I160
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
0.8784
Per class
F measure
0.8749
Per class
Kappa
0.7495
KB relative information score
149.9548
Mean absolute error
0.1249
Mean prior absolute error
0.4996
Number of instances
200
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8752
Per class
Predictive accuracy
0.875
Prior entropy
0.9994
Recall
0.875
Per class
Relative absolute error
0.2501
Root mean prior squared error
0.4998
Root mean squared error
0.3534
Root relative squared error
0.707
SciMark benchmark
929.566
UserCPU time millis
370
UserCPU time millis testing
30
UserCPU time millis training
340