Run
434770

Run 434770

Task 66 (Learning Curve) audiology 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
0.7133 ± 0.0148
Per class
Kappa
0.3059 ± 0.0177
KB relative information score
0.2571 ± 0.0249
Mean absolute error
0.0593 ± 0.0009
Mean prior absolute error
0.0724 ± 0.0004
Number of instances
2260
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.4646 ± 0.0203
Prior entropy
3.4373 ± 0.1528
Recall
0.4646 ± 0.0203
Per class
Relative absolute error
0.8185 ± 0.0075
Root mean prior squared error
0.1893 ± 0.0011
Root mean squared error
0.1724 ± 0.0032
Root relative squared error
0.9107 ± 0.0124
SciMark benchmark
941.3619