Run
434774

Run 434774

Task 69 (Learning Curve) lymph 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
0.7879 ± 0.1068
Per class
Kappa
0.4716 ± 0.2337
KB relative information score
0.2354 ± 0.1972
Mean absolute error
0.2206 ± 0.0595
Mean prior absolute error
0.2677 ± 0.0075
Number of instances
1480
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.7284 ± 0.1217
Prior entropy
1.2302 ± 0.1357
Recall
0.7284 ± 0.1217
Per class
Relative absolute error
0.8239 ± 0.2209
Root mean prior squared error
0.3639 ± 0.0103
Root mean squared error
0.3248 ± 0.0488
Root relative squared error
0.8925 ± 0.1281
SciMark benchmark
912.4377