Run
434786

Run 434786

Task 80 (Learning Curve) car 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
0.8722 ± 0.0161
Per class
KB relative information score
-0.1573 ± 0.0127
Mean absolute error
0.2755 ± 0.0021
Mean prior absolute error
0.229 ± 0.0006
Number of instances
17280
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Predictive accuracy
0.7002 ± 0.0022
Prior entropy
1.2058 ± 0.0089
Recall
0.7002 ± 0.0022
Per class
Relative absolute error
1.2031 ± 0.0093
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.3347 ± 0.0021
Root relative squared error
0.99 ± 0.0062
SciMark benchmark
942.1241
UserCPU time millis
20
UserCPU time millis training
20