Run
454403

Run 454403

Task 79 (Learning Curve) mfeat-pixel Uploaded 04-06-2015 by Joaquin Vanschoren
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Flow

weka.LBR(3)Zijian Zheng, G. Webb (2000). Lazy Learning of Bayesian Rules. Machine Learning. 4(1):53-84.

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
0.9813 ± 0.0063
Per class
F measure
0.946 ± 0.0146
Per class
Kappa
0.94 ± 0.0161
KB relative information score
0.9441 ± 0.0148
Mean absolute error
0.0109 ± 0.0028
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9463 ± 0.0137
Per class
Predictive accuracy
0.946 ± 0.0145
Prior entropy
3.3219
Recall
0.946 ± 0.0145
Per class
Relative absolute error
0.0606 ± 0.0156
Root mean prior squared error
0.3
Root mean squared error
0.1021 ± 0.0137
Root relative squared error
0.3404 ± 0.0456
SciMark benchmark
913.9348
UserCPU time millis
49306790
UserCPU time millis testing
49306650
UserCPU time millis training
140