Run
434773

Run 434773

Task 68 (Learning Curve) autos Uploaded 12-05-2015 by Joaquin Vanschoren
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Flow

weka.MultiBoostAB_DecisionStump(3)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(3)_C3
weka.MultiBoostAB_DecisionStump(3)_P100
weka.MultiBoostAB_DecisionStump(3)_S1
weka.MultiBoostAB_DecisionStump(3)_I80
weka.MultiBoostAB_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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.

20 Evaluation measures

Area under ROC curve
0.6462 ± 0.0514
Per class
Kappa
0.2137 ± 0.09
KB relative information score
0.2429 ± 0.025
Mean absolute error
0.1948 ± 0.0061
Mean prior absolute error
0.2209 ± 0.0014
Number of instances
2050
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.4488 ± 0.065
Prior entropy
2.2802 ± 0.0732
Recall
0.4488 ± 0.065
Per class
Relative absolute error
0.882 ± 0.0268
Root mean prior squared error
0.3318 ± 0.0021
Root mean squared error
0.315 ± 0.0118
Root relative squared error
0.9496 ± 0.0347
SciMark benchmark
912.4377