DEVELOPMENT... OpenML
Run
146457

Run 146457

Task 3539 (Supervised Classification) prnn_crabs 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
0.9387
Per class
F measure
0.93
Per class
Kappa
0.86
KB relative information score
172.5179
Mean absolute error
0.0685
Mean prior absolute error
0.5
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
0.9307
Per class
Predictive accuracy
0.93
Prior entropy
1
Recall
0.93
Per class
Relative absolute error
0.1371
Root mean prior squared error
0.5
Root mean squared error
0.2593
Root relative squared error
0.5187
SciMark benchmark
945.3151
UserCPU time millis
190
UserCPU time millis training
190